{"id":"W2069431939","doi":"10.1097/brs.0b013e31816960fe","title":"Accuracy of Intermittent Fluoroscopy to Detect Intravascular Injection During Transforaminal Epidural Injections","year":2008,"lang":"en","type":"article","venue":"Spine","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Fluoroscopy; Medicine; Contrast (vision); Lumbar; Radiology; Contrast medium; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01375908,0.0004374047,0.0003870198,0.0009557683,0.0003048399,0.001147177,0.0008338233,0.001093358,0.001171726],"category_scores_gemma":[0.08081191,0.0005053458,0.0006402767,0.0008244649,0.001021076,0.001219287,0.0005366609,0.0005516628,0.0004648739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004438256,"about_ca_system_score_gemma":0.0006219794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009431132,"about_ca_topic_score_gemma":0.0008105518,"domain_scores_codex":[0.9880532,0.005273975,0.001629963,0.001456824,0.002992697,0.000593433],"domain_scores_gemma":[0.8925977,0.05815762,0.03065713,0.006458901,0.01101307,0.001115563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000508513,0.00007812156,0.9962529,0.00002602638,0.00006257382,0.00001849053,0.00007320101,0.00007370931,0.0001235336,0.00001711029,0.00002426728,0.002741588],"study_design_scores_gemma":[0.00008890103,0.002324221,0.994409,0.00005531774,0.0001367201,0.0005000259,0.00008148966,0.001436624,0.0006444046,0.00004841026,0.0002593302,0.00001561497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994547,0.001013482,0.0031404,0.00003254514,0.00002253719,0.0001744189,0.0001803081,0.00002243798,0.0008669022],"genre_scores_gemma":[0.9987029,0.00008843578,0.0008933913,0.00002606238,0.00001273543,0.000075205,0.0001132095,0.000006194138,0.000081964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01375908,"threshold_uncertainty_score":0.07276583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02119648852620473,"score_gpt":0.297914766650743,"score_spread":0.2767182781245382,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}